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Speed up queries with the cost-based optimizer in Amazon Athena

AWS Big Data

Starting today, the Athena SQL engine uses a cost-based optimizer (CBO), a new feature that uses table and column statistics stored in the AWS Glue Data Catalog as part of the table’s metadata. Let’s discuss some of the cost-based optimization techniques that contributed to improved query performance.

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Huawei’s 20-year journey in Malaysia

CIO Business Intelligence

Huawei’s foray into the country began in 2001. In other initiatives, Huawei has provided relevant Smart City use cases as reference, such as Sunway City Kuala Lumpur (SCKL), for example.

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What is ITIL? Your guide to the IT Infrastructure Library

CIO Business Intelligence

Later, the ITIL Refresh Project in 2007 consolidated the ITIL to five volumes consisting of 26 process and functions — this is referred to as the ITIL 2007 edition. In April 2001, CCTA, along with several other agencies, were rolled into the Office of Government Commerce (OGC), which is now known as the Cabinet Office.

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Data science vs. machine learning: What’s the difference?

IBM Big Data Hub

” “Data science” was first used as an independent discipline in 2001. Accountability in machine learning refers to how much a person can see and correct the algorithm and who is responsible if there are problems with the outcome. Some people worry that AI and machine learning will eliminate jobs.

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To Balance or Not to Balance?

The Unofficial Google Data Science Blog

This is often referred to as the positivity assumption. It should be noted that inverse probability weighting is not generally optimal (i.e., We do this by describing the methods in terms of loss functions whose expectation is optimized at the true value of the propensity score. the curse of dimensionality).

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Generate security insights from Amazon Security Lake data using Amazon OpenSearch Ingestion

AWS Big Data

By converting logs and events using Open Cybersecurity Schema Framework , an open standard for storing security events in a common and shareable format, Security Lake optimizes and normalizes your security data for analysis using your preferred analytics tool. For instructions, refer to Creating and managing Amazon OpenSearch Service domains.

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Agile Reporting for the Manufacturing Industry: 5 Tips for Success

Jet Global

In 2001, a group of software developers got together at a ski resort in the Wasatch mountains of Utah and drew up a document they called the “Agile Manifesto.” However, if the market changes and the cost of labor becomes a gating factor, companies may need to shift their focus to optimizing the labor productivity. View Whitepaper Now.